R Observatory: Metrics for auditor version 1.3.5

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

auditor

1.3.5Package record

Model Audit - Verification, Validation, and Error Analysis

0packages dependsuggested by 1

31.1Kdownloads / year

81.0%test coverage

13/13flavors OK

Overview

About

Maintained by Alicja GosiewskaCRAN page ↗GitHub ↗Issues ↗

Provides an easy to use unified interface for creating validation plots for any model. The 'auditor' helps to avoid repetitive work consisting of writing code needed to create residual plots. This visualizations allow to asses and compare the goodness of fit, performance, and similarity of models.

Changes in 1.3.5

removed Unicode characters from plot names (as requested by CRAN)
fixed two instances of class(x) == "sth" instead of inherits

From NEWS.md in the release

Install

R (CRAN)pak (dev)Ubuntu (r2u)Fedora (COPR)openSUSE (OBS)

install.packages("auditor", repos = "https://cloud.r-project.org/")

Installs the current CRAN release. Prebuilt binaries on Windows and macOS.

if (!requireNamespace("pak", quietly = TRUE))
  install.packages("pak", repos = "https://cloud.r-project.org/")
pak::pak("ModelOriented/auditor")

Development version from ModelOriented/auditor. Installs pak first if it is not already available.

Release

# enable cranapt (r2u) if it is not already set up, then install
grep -rqs r2u.stat.illinois.edu /etc/apt/sources.list /etc/apt/sources.list.d/ \
  || curl -fsSL https://raw.githubusercontent.com/eddelbuettel/r2u/master/inst/scripts/add_cranapt_noble.sh | sudo bash
sudo apt install -y r-cran-auditor

Fast Ubuntu binaries via r2u (no compilation). The cranapt setup runs once and is skipped when it is already enabled. We list this channel from recorded r2u download activity rather than from a live index of the repository, so treat it as last known rather than guaranteed.

bspm (used by r2u) also needs make: sudo apt install make

# enable the iucar/cran COPR if it is not already present, then install
ls /etc/yum.repos.d/*iucar*cran*.repo >/dev/null 2>&1 \
  || sudo dnf copr enable -y iucar/cran
sudo dnf install -y R-CRAN-auditor

RPMs from the iucar/cran COPR, rebuilt from CRAN.

For install.packages() integration in R, also: sudo dnf install R-CoprManager

# add the autoCRAN OBS repo (Tumbleweed) if it is missing, then install
zypper -q lr | grep -qi autoCRAN \
  || sudo zypper addrepo https://download.opensuse.org/repositories/devel:/languages:/R:/autoCRAN/openSUSE_Tumbleweed/devel:languages:R:autoCRAN.repo
sudo zypper install -y R-auditor

RPMs auto-built from CRAN on openSUSE OBS (Tumbleweed). We list this channel from recorded autoCRAN download activity rather than from a live index of the repository, so treat it as last known rather than guaranteed.

Health

CRAN checks

13OK

CRAN check page ↗

Slowest check: 6.6 min · r-oldrel-windows-x86_64

Status changes

OK13 OK2026-09-08
ERROR12 OK, 1 ERROR2026-09-07
OK13 OK2026-08-05
NOTE12 OK, 1 NOTE2026-08-01
OK13 OK2026-06-09

Show 2 earlier changesHide 2 earlier changes

ERROR12 OK, 1 ERROR2026-06-08
OK14 OK2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 1.3.5

README· In the repository, left out of the releaseVignettesYes · 5 · dynamicNEWSYes · 100% structured · mentions 1.3.5Citation fileYes · cites a publication

Help pages: 75
Examples that run: 100%75 run in a plain check
Exported functions with examples: 100%
Documented parameters: 100%
Return-value docs: 97%
Help pages citing references: 13%

Vignettes (5)

How these are measured

Downloads

31.1K

CRAN downloads in the past year

Rank #2,657 · ~85/day · ~2.6K/mo

Releases R versions

Daily download trend is not available in this view yet.

1.9K30 days

5.7K90 days

31.1K1 year

Compare downloads with other packages →

Also on101 r2u31 autocran

How downloads are counted

Repository

modeloriented/auditor ↗Organization: ModelOriented

60Stars

13Forks

7Open issues

1Open PRs

11Releases

534Commits

9Commit identities

regression-modelsmachine-learningmodel-validationclassificationerror-analysisresidualsxaiexplainable-artificial-intelligence

534 commits · Last activity 2023-10-30 · 0% stars, 30d

Responsiveness

How these are sampled

PRs merged (all time): 93%
Median days to close, 50 most recently updated closed issues: 9
Median days to close, 50 most recently updated closed PRs: 0

Stars over time

2025-10-03 · 592026-07-07 · 60

How these are measured

PracticesBeta

8 development-tooling and community-health practices detected across 5 families in the upstream repository

Checks run against github.com/modeloriented/auditor on 2026-10-11.

Continuous integration (2)

GitHub ActionsR CMD check workflow

The R CMD check workflow runs on Linux, macOS and Windows, and on R-devel

Docs source (3)

pkgdown

GitHub Pages site last deployed 2021-08-25 · The repository has a site deploy workflow

Coverage (1)

Coverage reporting (Codecov)

Lint, format, editor (1)

RStudio project

Show all practicesHide 1 practice

Git structural (1)

.gitattributes

How this is detected·Detection ruleset v3 (2026-09-26)

Dependencies

Declared dependencies

15 external dependencies (excludes base and recommended)

Installing auditor adds 34 packages (11 with compiled code, 22 MB of source tarballs). Heaviest: ggplot2 6.0 MB, ingredients 2.4 MB, Rcpp 1.8 MB.

Depends (1)

R >= 3.5.0

Imports (7)

DALEX ggplot2 ggrepelgridgridExtra hnp scales

LinkingTo (0)

none

Suggests (10)

jsonlite knitr markdownmgcvr2d3 randomForest rmarkdown spelling testthat covr

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Suggested by 1

Suggests, most downloaded first

DALEXtra

How these are counted

Code & Tests

Datasets

People & History

People (6)

Alicja Gosiewska

Author, Maintainer since 0.2.0 (2018)

Hubert Baniecki

Author · added in 1.0.0

Przemyslaw Biecek

Author, Thesis advisor

Tomasz Mikołajczyk

Author · added in 1.0.0

Michal Burdukiewicz

Contributor · added in 1.0.0

Szymon Maksymiuk

Contributor · added in 1.1.0

Releases (10)

Pick two releases to compare their code metrics.

R
R 4.6.0 released · 2026-04-24
R
R 4.5.0 released · 2025-04-11
R
R 4.4.0 released · 2024-04-24
1.3.5Latest
record
2023-10-30 · current release · diff ↗
R
R 4.3.0 released · 2023-04-21
R
R 4.2.0 released · 2022-04-22
1.3.3
record
2021-07-26 · diff ↗ ·
added 1 export
plot_auditor
R
R 4.1.0 released · 2021-05-18
1.3.0
record
2020-05-28 · diff ↗ ·
added 3 exports
plot_prc, score_auprc, score_one_minus_auprc
R
R 4.0.0 released · 2020-04-24
1.2.0
record
2020-02-18 · diff ↗ ·
added 3 exports
score_gini, score_one_minus_gini, score_r2
1.1.0
record
2019-09-24 · diff ↗ ·
added 11 exports
score_acc, score_f1, score_one_minus_acc, score_one_minus_auc, score_one_minus_f1, score_one_minus_precision, score_one_minus_recall, score_one_minus_specificity, score_precision, score_recall, score_specificity
1.0.0
record
2019-08-31 · diff ↗ ·
added 58 exports
check_residuals, check_residuals_autocorrelation, check_residuals_outliers, check_residuals_trend, model_cooksdistance, model_evaluation, model_halfnormal, model_performance, model_residual, plotD3, plotD3ACF, plotD3Autocorrelation, plotD3CooksDistance, plotD3HalfNormal, plotD3LIFT, plotD3Prediction, plotD3REC, plotD3Residual, plotD3ScaleLocation, plotD3_acf, plotD3_autocorrelation, plotD3_cooksdistance, plotD3_halfnormal, plotD3_lift, plotD3_prediction, plotD3_rec, plotD3_residual, plotD3_roc, plotD3_rroc, plotD3_scalelocation and 28 more
R
R 3.6.0 released · 2019-04-26
0.3.1
record
2018-09-19 · diff ↗
0.3.0
record
2018-08-27 · diff ↗ ·
removed 2 exports
plotCumulativeGain, scoreGQ

added 7 exports
modelEvaluation, modelFit, modelPerformance, modelResiduals, observationInfluence, plotResidualBoxplot, scorePeak

Show 3 earlier eventsHide 3 earlier events

0.2.1
record
2018-05-13 · diff ↗
0.2.0
record
2018-05-11
R
R 3.5.0 released · 2018-04-23

Package metadata

First published: 2018-05-11
Total releases: 10 / 8 yrs
License: GPL
Minimum R: ≥ 3.5.0
Bundled data: 48 KB / 1 file
Download size: 706 KB

Cite

Cite this package

Run in R for the authors' entry:

citation("auditor")

The package provides a citation file, so citation() returns the authors' own entry.

Cite the R Observatory

For a number measured here: a download total, a coverage figure, an archival date.

Format

APA

Balamuta, J. J. (2026). R Observatory: Metrics for auditor version 1.3.5 [Data set]. HJJB, LLC. Data release v2026-10-18. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-18, which the citation names so these numbers can be found later. More on citing and the projects behind them.

Report a problem with this page →